clustering excess deaths alone (using Euclidean distance)

Plotting excess deaths in all country

  • 69 countries were included after merging with other available datasets

  • Last updated date was selected to be December 2021

  • All excess deaths by country were aggregated into monthly values

Fitting Hierarchical clustering using Euclidean distance

Clustered Excess Deaths Dendrogram (Euclidean)

Plot each cluster

Clustering Excess Deaths using Dynamic Time Warp (DTW)

Fit dtw hierarchical clustering

Fitting Hierarchical clustering using Euclidean distance

## # A tibble: 3 × 2
##   cluster count
##     <int> <int>
## 1       1    32
## 2       2    27
## 3       3    14

plot each cluster

clustering policy stringency alone

Plotting policy stringency index by country

Fit dtw hierarchical clustering and plot dendrogram

## # A tibble: 3 × 2
##   cluster count
##     <int> <int>
## 1       1    27
## 2       2    26
## 3       3    18

Plot policy stringency clusters